He paced the living room, the Persian rug a familiar comfort beneath his feet. The words, "Just a small patch, Mr. Davis," echoed in his mind. He glanced out the window at the empty space beside his meticulously crafted rock garden. Why would she want to plant there? What did she really want? He rubbed his temples, a headache blossoming behind his eyes.

A sudden gust of wind rattled the window, making him jump. He checked the locks, then looked back at the lawn. The image of the woman's friendly face flashed in his mind. He couldn't shake the feeling that he was about to lose control.

Emotion: worried

Cluster: Fear / Anxiety
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.43

Role in Research

This story is one of 1,000 stories generated for the emotion worried. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 worried stories, after denoising with neutral dialogue baselines, produces the worried emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the worried vector is projected through the unembedding matrix.

Promoted:
worse0.285
S0.279
😰0.277
😣0.269
Worse0.250
Suppressed:
la-0.476
de-0.432
🎉-0.233
happy-0.231
"-0.228